Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-12 0.250769 0.280738 0.314253 0.354786 0.402844 0.458470 0.528409
2025-01-19 0.196386 0.234048 0.280073 0.341512 0.423044 0.530064 0.685697
2025-01-26 0.175814 0.219831 0.277503 0.361008 0.483212 0.663365 0.966183
2025-02-02 0.166433 0.216743 0.286753 0.395820 0.570869 0.860693 1.430325
2025-02-09 0.155488 0.209023 0.287165 0.416441 0.641002 1.053972 1.999757
2025-02-16 0.145133 0.200242 0.283939 0.429702 0.701285 1.252048 2.723029
2025-02-23 0.134033 0.188708 0.274379 0.429886 0.737010 1.415126 3.506534
2025-03-02 0.120267 0.171464 0.253268 0.405715 0.718441 1.449652 3.949692
2025-03-09 0.111231 0.160769 0.241642 0.396843 0.729261 1.560522 4.790437
2025-03-16 0.103808 0.151947 0.232118 0.390283 0.743393 1.687269 5.886604
2025-03-23 0.099201 0.147302 0.229252 0.396198 0.787709 1.923629 7.973259
2025-03-30 0.091950 0.137612 0.216391 0.379777 0.773813 1.973429 9.129963
2025-04-06 0.084626 0.127587 0.202587 0.360803 0.752782 2.004017 10.404731
2025-04-13 0.078595 0.119437 0.191657 0.346857 0.742986 2.077194 12.408516
2025-04-20 0.077275 0.119375 0.195825 0.366683 0.831767 2.599697 22.279748
2025-04-27 0.077621 0.122266 0.205969 0.402235 0.981955 3.579572 57.459228
2025-05-04 0.076278 0.121944 0.209684 0.423314 1.097659 4.587388 157.510176
2025-05-11 0.074287 0.120231 0.210335 0.436876 1.194910 5.685705 563.342457
2025-05-18 0.071313 0.116418 0.206169 0.437063 1.243426 6.549814 2504.055730
2025-05-25 0.066578 0.108926 0.193497 0.412343 1.185103 6.414573 4159.742241
2025-06-01 0.063434 0.104343 0.186789 0.403273 1.189251 6.906752 44010.414491
2025-06-08 0.060709 0.100417 0.181199 0.396567 1.201797 7.541595 NaN
2025-06-15 0.059112 0.098608 0.180123 0.402614 1.273822 9.092200 NaN